Gray seal (Halichoerus grypus), Thinned observations,1:2 observation:pseudo-absence ratio, Full extent, seal specific v2 (sss, dfs, month, mld), evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	roc_auc	tss_max
rf	0.8531746	0.5626984
bt	0.8119048	0.4912698
maxnet	0.8313492	0.5746032
gam	0.8095238	0.5769841
glm	0.7162698	0.4000000

Variable Importance